4.3Implementation

class OrchestratorAgent:
    def __init__(self, specialists: dict[str, Agent]):
        self.specialists = specialists  # {"ui": UIAgent, "api": APIAgent, ...}
        self.llm = get_llm()

    def plan_and_execute(self, feature_spec: str) -> TestReport:
        # Step 1: Analyze the spec and create a test plan
        plan = self.llm.generate(f"""
        Given this feature specification:
        {feature_spec}

        Determine which test types are needed:
        - UI tests (if there are user-facing changes)
        - API tests (if there are endpoint changes)
        - Performance tests (if there are SLA requirements)
        - Security tests (if there are auth/data changes)

        Output a JSON plan: {{"ui": [...scenarios], "api": [...scenarios], ...}}
        """)

        # Step 2: Delegate to specialists
        results = {}
        for agent_type, scenarios in plan.items():
            if agent_type not in self.specialists:
                results[agent_type] = {"skipped": f"No specialist for {agent_type}"}
                continue
            specialist = self.specialists[agent_type]
            results[agent_type] = specialist.execute_scenarios(scenarios)

        # Step 3: Merge and resolve conflicts
        return self.merge_results(results)

    def merge_results(self, results: dict) -> TestReport:
        """Merge results from multiple specialists into a unified report."""
        all_tests = []
        all_failures = []
        all_coverage = {}

        for agent_type, agent_results in results.items():
            if isinstance(agent_results, dict) and "skipped" in agent_results:
                continue
            all_tests.extend(agent_results.tests)
            all_failures.extend(agent_results.failures)
            all_coverage[agent_type] = agent_results.coverage

        return TestReport(
            total_tests=len(all_tests),
            total_failures=len(all_failures),
            results_by_type=results,
            coverage=all_coverage,
            overall_status="FAIL" if all_failures else "PASS"
        )